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Agent Skill · 研究检索

find-keywords(寻找关键词)

find-keywords 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

find-keywords 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为调用外部服务;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 979。

总安装 133,488周安装 5,385GitHub Stars 7下载 41,904核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:find-keywords(寻找关键词)
来源仓库:https://github.com/calm-north/seojuice-skills
仓库路径:skills/find-keywords
安装命令:
npx skills add https://github.com/calm-north/seojuice-skills --skill find-keywords
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/calm-north/seojuice-skills --skill find-keywords

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

优先考虑关键字研究,包括意图映射、难度评分和 SEO 策略的集群播种。

构建一个三层关键字宇宙(头、正文、长尾),具有每月数量、难度分数(0-100)以及跨信息、商业、交易和导航类别的意图分类 包括蚕食筛选,以防止定位您网站已排名的关键字,以及容易实现的目标检测,以快速赢得排名 11-20 使用机会公式对关键词进行评分,该公式对数量、难度和意图乘数进行加权,以实现高转化目标而不是虚荣的数量播放 将结果组织成具有支柱页面和 3-8 个支持页面的主题集群,以及优先排序的前 5 个建议以及每个关键字的理由

来源仓库内路径:skills/find-keywords

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/calm-north/seojuice-skills --skill find-keywor…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要调用外部服务,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

find-keywords 怎么安装?

在终端执行 npx skills add https://github.com/calm-north/seojuice-skills --skill find-keywords。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

find-keywords 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

find-keywords 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

find-keywords 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

find-keywords 用的人多吗?

公开数据是累计安装 133,488 次,近一周安装 5,385 次,下载 41,904 次,GitHub 7 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

find-keywords 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
find-keywords

寻找关键词 · 本页

133,4887调用外部服务未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Find Keywords

Build a prioritized keyword universe from a seed topic using intent mapping, difficulty-adjusted opportunity scoring, and cluster seeding.

Before You Start

Gather this context (ask if not provided):

  1. Domain and goal. What site is this for? What is the primary conversion (leads, sign-ups, sales, traffic)?
  2. Seed topic. The core subject area — not a single keyword but the business category (e.g., "project management software", "personal injury law Chicago").
  3. Existing rankings. Does the site already rank for terms in this area? Existing rankings tell you where to defend vs. expand.
  4. Constraints. Budget, team size, content velocity — these determine whether to chase head terms or focus on long-tail.

Step 0: Cannibalization Screen

Before building a new keyword list, check what the site already targets. Creating a new page for a keyword you already rank for can split authority and hurt both pages.

For each keyword you're considering:

  1. Search site:yourdomain.com [keyword] — does an existing page already target this term?
  2. Check Google Search Console — is an existing page already getting impressions for this keyword?
  3. If yes: update the existing page instead of creating a new one.
  4. If multiple pages rank for the same keyword: you have a cannibalization problem. Consolidate before expanding.

Low-Hanging Fruit Check

Before chasing new keywords, look for existing wins:

  • Positions 11-20 — You're almost on page 1. These keywords need content improvements or better internal linking, not new pages.
  • High impressions, low clicks — Title/meta description optimization can unlock traffic without new content.
  • Declining positions — Keywords where you're losing ground may need content refreshes (see recover-content).

Address these before building net-new keyword lists.

Keyword Universe Construction

Build the universe in three tiers:

Tier 1 — Head Terms (high volume, high difficulty)

  • Typically 1-2 words
  • Define the category
  • Target with pillar pages or the homepage
  • Realistic timeline: 6-18 months for new sites

Tier 2 — Body Terms (medium volume, medium difficulty)

  • Typically 2-3 words, specific enough to indicate intent
  • Target with dedicated landing pages or cluster articles
  • 3-6 month window for established sites

Tier 3 — Long-tail Terms (lower volume, low difficulty)

  • 3+ words, specific intent
  • Fastest to rank, highest conversion rate
  • Target with blog posts, FAQ sections, supporting content
  • 4-12 week window for fresh content

For each tier, produce:

KeywordMonthly VolumeDifficulty (0-100)IntentTierPriority
.........informational / transactional / navigational / commercial1/2/3high / medium / low

Intent Classification

Classify every keyword by search intent and sub-category:

Informational (user wants to learn)

Sub-categorySignal WordsExampleContent Type
Educationalwhat, why, definition, explain"what is SEO"Guide, explainer
Instructionalhow to, steps, tutorial, guide"how to set up GA4"Step-by-step tutorial
Exploratorytypes of, techniques, strategies"link building techniques"Comprehensive roundup
Troubleshootingnot working, fix, error, why is"why is my site not ranking"Diagnostic guide

Commercial Investigation (user is evaluating)

Sub-categorySignal WordsExampleContent Type
Comparisonvs, compared to, or"Ahrefs vs SEMrush"Side-by-side comparison
Review-seekingreview, worth it, honest"Ahrefs review"In-depth review
Best-ofbest, top, tools for"best SEO tools"Curated list
Evaluationfor [audience], features, pricing"SEO tools for small business"Buyer's guide

Transactional (user is ready to act)

Sub-categorySignal WordsExampleContent Type
Purchasebuy, price, discount, deal"buy Ahrefs subscription"Product/pricing page
Signup/Trialfree trial, sign up, demo"Ahrefs free trial"Landing page
Downloaddownload, template, PDF, checklist"SEO checklist PDF"Gated resource
Hire/Engagehire, agency, near me, book"SEO agency near me"Service page

Navigational (looking for a specific brand)

Sub-categorySignal WordsExampleContent Type
Brand search[brand name]"HubSpot"Homepage/brand page
Feature search[brand] + [feature]"Ahrefs keyword explorer"Feature page
Support/docs[brand] + login, docs, help"Ahrefs API docs"Support content

SERP Feature Correlation by Intent

Use this to anticipate which SERP features you can target per keyword:

SERP FeatureInformationalCommercialTransactionalNavigational
Featured SnippetVery HighHighLowLow
People Also AskVery HighVery HighLowMedium
AI OverviewVery HighHighLow-MediumLow
Shopping ResultsVery LowMediumVery HighLow
Local PackLowLowHighLow
SitelinksLowLowMediumVery High

Conversion Potential by Intent

IntentAvg Conversion RateNurture Length
Informational0.5-2%Long (weeks to months)
Commercial Investigation2-5%Medium (days to weeks)
Transactional5-15%Short (immediate to days)
NavigationalN/A — brand-dependentN/A

Common Classification Mistakes

MistakeCorrect Classification
Treating "best CRM software" as informationalCommercial Investigation
Treating "how much does X cost" as informationalCommercial / Transactional
Ignoring local intent in "SEO services"Transactional (local)
Assuming single intent for "SEO tools"Mixed — check the SERP to confirm

Two keywords with different intents should never target the same page.

Opportunity Scoring

Score each keyword:

Opportunity Score = (Volume x (1 - Difficulty/100)) x Intent Multiplier

Intent multipliers:

  • Transactional: 1.5
  • Commercial investigation: 1.3
  • Informational: 1.0
  • Navigational: 0.2

This surfaces low-competition, high-intent targets over vanity volume plays.

Cluster Seeding

Group the keyword universe into topic clusters:

Cluster NamePillar KeywordSupporting Keywords (3-5)Total Volume
............

Each cluster needs one pillar page (head term) and 3-8 supporting pages (body + long-tail).

Output Format

Keyword Research: [topic or domain]

Summary

  • Total keywords: [count]
  • Total addressable volume: [sum]
  • Difficulty range: [min]-[max]
  • Clusters identified: [count]

Priority Matrix [Tiered keyword table]

Cluster Seeds [Cluster table]

Start Here — Top 5 Keywords

For each of the 5 highest-opportunity keywords:

  • Why this keyword now (difficulty, intent, business value)
  • What page type to create
  • Which cluster it anchors or supports

Pro Tip: Use the free Blog Keyword Generator and Autocomplete Research tools at seojuice.com for seed keyword discovery. SEOJuice MCP users can run /seojuice:keyword-analysis for live ranking data and /seojuice:content-strategy to see content gaps — keywords your competitors rank for that you don't.

平台分布

Codex

35.58%
按下载量换算14,909

Claude

28.74%
按下载量换算12,043

Cursor

17.27%
按下载量换算7,237

Gemini CLI

8.68%
按下载量换算3,637

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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